Crowdflower CEO: My Board Fired Me. Here's What I Learned
forbes.com
forbes.com
This advice (ahem) seems like it might be generally applicable. If you read the full quote, you will also find that it comes with its own stories!
Those changes could have been made by a board who had fanatical support for the vision and the leader. I seriously doubt Crowdflower's board provided that support the first time, given they canned him like they did.
What everyone should learn from this is that picking the wrong investors when you get funded is the worst possible thing you can do to your company and yourself.
Interesting read, I've used Crowdflower in the past and have had a much better experience than when I tried to use MTurk. However, I was lucky enough to avoid a platform use fee so I'm guessing that's how they can subsidize a lot of the overhead like UI that's not directly related to day-to-day infrastructure.
The fact that you can't just fund your account and use the amount from it. If you want to launch several jobs, you need to cover for the overrun fee which is very annoying if you need to test many tasks and you can't afford to wait 30min~1hr until the funds become available to you again.
All in all, I found Crowdflower was just a very expensive and time consuming overhead and the benefit was far too marginal to be worth the cost.
I'd say avoid all these "platforms" they are nothing more than a complicated form generator which you could simply use a 3rd party tool to do that for you.
Full disclosure: the founder is a friend.